corruption: Corruption Perceptions Index (CPI) and Human Development...

In clauswilke/dviz.supp: Supporting materials for Claus Wilke's data visualization book

Description

Corruption Perceptions Index (CPI) and Human Development Index (HDI) for 176 countries, from 2012 to 2015.

Usage

corruption

Format

An object of class tbl_df (inherits from tbl, data.frame) with 704 rows and 5 columns.

References

Corruption Perceptions Index: https://www.transparency.org/news/feature/corruption_perceptions_index_2016#table

Human Development Index: http://hdr.undp.org/en/data#

Original figure idea: https://www.economist.com/blogs/dailychart/2011/12/corruption-and-development

Examples

library(dplyr)
library(ggplot2)

corruption %>% filter(year == 2015) %>% na.omit() %>%
  ggplot(aes(cpi, hdi)) + geom_point(aes(color = region)) + 
  geom_smooth(method = 'lm', formula = y~log(x), se = FALSE) +
  scale_color_OkabeIto(name = NULL) +
  theme_minimal_hgrid() +
  theme(legend.position = "top")

clauswilke/dviz.supp documentation built on Aug. 25, 2020, 2:12 a.m.